generative AIsoftware engineeringsystematic literature reviewGenerative AI is only a few years old but already being applied in Software Engineering (SE). This literature review examines the most popular SE sub-fields of such cases and research methods that are typically used. 117 studies starting ...
Start inside.Before using generative AI to create customer- or other external-facing content, test extensively with internal stakeholders and employee use cases. You don’t want hallucinations to harm your business. Prize transparency.Be forthcoming with people, whether they be staff, customers or ci...
Process automation.Generative AI can learn what a typical process or workflow entails and automate many repetitive business tasks, such as compliance assurance and data integrity. In some cases, generative AI might even be able to remediate such issues with minimal human intervention. Risk assessment ...
Code generation: Software developers and programmers use generative AI to write code. Experienced developers are leaning on generative AI to advance complex coding tasks more efficiently. Generative AI is being used to automatically update and maintain code across different platforms. It also plays a s...
Generative AI examples Generative AI encompasses a wide variety of extensively trained models thatresearchers from Stanford University have named foundation models. Foundation models are large machine learning models trained using self-supervised learning at scale (use cases of machine learning). The differ...
Expect more innovative thinking to come in 2024/25 and beyond. After all, the low-hanging fruit use cases are already out there. Now, it’s all about creative engineering and differentiation. Is there an excellent generative AI use case for customer service that I’ve missed?If so,let me...
Alex Singla, senior partner, QuantumBlack, AI by McKinsey Models are only one part of the answer and together, the QuantumBlack and Cohere teams will: define generative AI use cases to accelerate business strategy design a completing IT architecture, such as generative AI stack, ...
Head of Solutions Architecture, Applied AI Engineering Try Gemini 1.5 models Google's most advanced multimodal models in Vertex AI Try it Last year, we surveyed over 100 senior executives from leading companies on the top generative AI use cases for 2024. They told us their top use cases deliv...
Software Engineering for the 21st Century: A basis for rethinking the curriculum Progress in both software and hardware technology over the past decade make it timely to re-examine our curriculum in software engineering and related topics. This manifesto describes the Carnegie Mellon approach to softwa...
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